Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-26 0.278889 0.313729 0.352940 0.400684 0.457719 0.524270 0.608696
2025-02-02 0.240372 0.290541 0.353062 0.438405 0.554668 0.711960 0.949192
2025-02-09 0.211947 0.269471 0.346634 0.461536 0.635591 0.903244 1.378527
2025-02-16 0.190376 0.251461 0.338179 0.476631 0.705938 1.101266 1.923492
2025-02-23 0.170861 0.232267 0.323304 0.476883 0.750602 1.271612 2.527758
2025-03-02 0.149573 0.207194 0.295109 0.449064 0.737891 1.328786 2.926867
2025-03-09 0.135911 0.191763 0.279426 0.438806 0.754026 1.450551 3.596419
2025-03-16 0.125062 0.179356 0.266762 0.431196 0.772852 1.586254 4.453350
2025-03-23 0.118297 0.172628 0.262504 0.438028 0.823465 1.824497 6.003024
2025-03-30 0.108467 0.159928 0.246457 0.419333 0.812242 1.891441 6.953942
2025-04-06 0.100397 0.149462 0.233233 0.404237 0.805971 1.972159 8.153796
2025-04-13 0.092843 0.139277 0.219529 0.386218 0.788554 2.011896 9.238133
2025-04-20 0.090886 0.138793 0.223990 0.408409 0.883827 2.509171 15.498388
2025-04-27 0.090977 0.141943 0.235783 0.449620 1.049734 3.461333 35.395144
2025-05-04 0.088980 0.141149 0.239854 0.474218 1.180028 4.457388 82.187590
2025-05-11 0.086225 0.138687 0.240246 0.490051 1.290908 5.555548 219.125942
2025-05-18 0.082328 0.133743 0.234932 0.490352 1.348670 6.447391 601.687984
2025-05-25 0.076349 0.124413 0.219498 0.461473 1.286936 6.371143 860.570438
2025-06-01 0.072367 0.118671 0.211248 0.450830 1.294144 6.906557 2654.951702
2025-06-08 0.068937 0.113772 0.204380 0.442935 1.310474 7.588464 22018.667113
2025-06-15 0.066904 0.111456 0.202932 0.450023 1.394245 9.206624 NaN
2025-06-22 0.063128 0.105466 0.192816 0.430630 1.353562 9.330253 NaN
2025-06-29 0.059877 0.100356 0.184325 0.414979 1.326049 9.610963 NaN